rdguerrerom/AutoDiff

A comprehensive C++ framework for automatic differentiation supporting both forward and reverse modes with exceptional performance. Designed with solid software engineering principles, AutoDiff provides exact derivatives of arbitrary functions with machine precision through dual numbers and computational graphs.

Language: C++ - Size: 223 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Taehooie/CGChoiceModel

Computational graph-based discrete choice models

Language: Python - Size: 2.22 MB - Last synced at: 14 days ago - Pushed at: almost 3 years ago - Stars: 12 - Forks: 9

tpgillam/TimeDag.jl 📦

A computational graph for time-series processing.

Language: Julia - Size: 23.6 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 18 - Forks: 3

thtrieu/essence

AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

Language: Python - Size: 19.4 MB - Last synced at: 2 days ago - Pushed at: about 5 years ago - Stars: 77 - Forks: 18

zincware/ZnFlow

A general purpose framework for building and running computational graphs.

Language: Python - Size: 1.16 MB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 6 - Forks: 0

Taehooie/CGODME

This is an experiment version of calibrating origin-destination matrix estimation using link traffic counts

Language: Python - Size: 546 KB - Last synced at: 15 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 6

mehanix/dhrw

🎢 IaaS visual editor to create & deploy data processing pipelines - python, rmq, react, meteorjs

Language: JavaScript - Size: 1.88 MB - Last synced at: 18 days ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

tqchen/tinyflow 📦

Tutorial code on how to build your own Deep Learning System in 2k Lines

Language: C++ - Size: 90.8 KB - Last synced at: 3 months ago - Pushed at: over 6 years ago - Stars: 2,005 - Forks: 368

sidroopdaska/SelfDrivingCar

A collection of all projects pertaining to different layers in the SDC software stack

Language: Jupyter Notebook - Size: 348 MB - Last synced at: 9 days ago - Pushed at: about 7 years ago - Stars: 230 - Forks: 100

pabloguarda/mate

Network-wide estimation of traffic flow and travel time with data-driven macroscopic models

Language: Python - Size: 72.4 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 6 - Forks: 2

nanxstats/logreg

Regularized logistic regressions with computational graphs

Language: R - Size: 1.11 MB - Last synced at: 4 days ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

google/detectorgraph 📦

Strongly-typed, dependency based application framework for code/data separation with dependency injection and data passing.

Language: C++ - Size: 1.41 MB - Last synced at: 3 days ago - Pushed at: over 6 years ago - Stars: 46 - Forks: 9

SamsungSAILMontreal/ghn3

Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]

Language: Shell - Size: 1.23 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 30 - Forks: 3

MarkusZoppelt/cgl

(Fixed) Computational Graph Library in Rust

Language: Rust - Size: 5.86 KB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

semeniuta/visionfuncs

Python library providing a collection of functions realizing common computer vision functionality, based on OpenCV and NumPy.

Language: Python - Size: 37.7 MB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

mycielski/rnn_julia_mnist

RNN in Julia for MNIST digit recognition implemented with automatic differentiation. Over 96% accuracy.

Language: Jupyter Notebook - Size: 134 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

cnkuangshi/LightCTR

Lightweight and Scalable framework that combines mainstream algorithms of Click-Through-Rate prediction based computational DAG, philosophy of Parameter Server and Ring-AllReduce collective communication.

Language: C++ - Size: 9.41 MB - Last synced at: 9 months ago - Pushed at: almost 6 years ago - Stars: 674 - Forks: 142

sc420/interactive-computational-graph

See how backpropagation and chain rule work in neural networks

Language: TypeScript - Size: 6.57 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 7 - Forks: 0

JulioGuillermo/godeep

A deep learning library for golang

Language: Go - Size: 116 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 1

Eruimdas/Basics-of-Computational-Graph

A simple mimicking of TensorFlow, which including forward and backward propogation.

Language: Jupyter Notebook - Size: 772 KB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

pabloguarda/pesuelogit

Parameter Estimation of LOGIT-based Stochastic User Equilibrium models using computational graphs and day-to-day system-level data

Language: Python - Size: 240 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

1e14/1e14

Tools for building function graphs

Language: TypeScript - Size: 306 KB - Last synced at: 2 days ago - Pushed at: almost 6 years ago - Stars: 5 - Forks: 0

1e14/ninety

Web application framework built on 1e14

Language: TypeScript - Size: 1.27 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 0

Xylambda/toydiff

Yet another tensor automatic differentiation framework

Language: Python - Size: 774 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

mlajtos/moniel

Interactive Notation for Computational Graphs

Language: JavaScript - Size: 75.8 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 342 - Forks: 26

farzingkh/EigenFlow

C++ API to create Neural Nets using Eigen library

Language: C++ - Size: 4.76 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 1

akv17/tensorgrad

a compact tensor library capable of training deep neural networks on both cpu and cuda devices

Language: Python - Size: 483 KB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tonegas/PyNet

Computation Graph framework implemented using only NumPy

Language: Python - Size: 22.3 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 9 - Forks: 1

MahanFathi/Model-Based-RL

Model-based Policy Gradients

Language: Python - Size: 1.89 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 29 - Forks: 4

Imperial-College-Data-Science-Society/Neural-Networks

ICDSS Machine Learning Workshop Series: Neural Networks

Language: Jupyter Notebook - Size: 12.5 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 17 - Forks: 7

jekahamster/NeuroMath

Language: Python - Size: 93.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

tkchmax/AutoDiff

TensorFlow's very distant and not so bright cousin

Language: C++ - Size: 11.1 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ZZCer/autodiff Fork of dlsys-course/assignment1-2018 📦

Automatic differentiation

Language: Python - Size: 93.8 KB - Last synced at: 12 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1

csparpa/robograph

A graph-oriented algorithmic engine

Language: Python - Size: 122 KB - Last synced at: 11 days ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 2

dendisuhubdy/pygpu Fork of Theano/libgpuarray

Library to manipulate tensors on the GPU.

Language: C - Size: 2.49 MB - Last synced at: 11 months ago - Pushed at: almost 7 years ago - Stars: 1 - Forks: 1

mathisgerdes/progeval

Cached lazy evaluation of computational graphs

Language: Python - Size: 32.2 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

sturex/ComputationalGraphs

Type safe computational graph interface

Language: Java - Size: 65.4 KB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

ashkanmradi/neural-network-from-scratch

Implementing a neural network classifier for cifar-10

Language: Python - Size: 12.7 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 0

karthiTox/deepnet.js

Auto-differentiation library for javascript

Language: TypeScript - Size: 749 KB - Last synced at: 14 days ago - Pushed at: about 4 years ago - Stars: 12 - Forks: 0

harveyslash/sympyle

Automatic differentiation in python

Language: Python - Size: 14.3 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 9 - Forks: 3

JosephCatrambone/Aij

A simple Java AI library for personal use.

Language: Java - Size: 276 KB - Last synced at: 12 months ago - Pushed at: almost 8 years ago - Stars: 7 - Forks: 0

patricksongzy/computational-graph

A GPU-parallel Java automatic differentiation computational graph implementation.

Language: Java - Size: 164 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

shubhamjha97/computational-graph

A simple library for building computational graphs with autodiff support.

Language: Python - Size: 9.77 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

jgsimard/computational_graph

Language: Python - Size: 370 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 1

framaz/phf

A framework for developing async applications.

Language: Python - Size: 218 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

Yukin1218/tf_graph_utils

Small tools for Tensorflow.

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

dhruvdcoder/TensorFlowExperiments

An aggregation of my experiments in Neural Networks and Deep Learning using TensorFlow.

Language: Jupyter Notebook - Size: 2.51 MB - Last synced at: 19 days ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 1

pvigier/pychain-part1

Code for the part 1 of the tutorial on pychain

Language: Python - Size: 9.77 KB - Last synced at: about 2 months ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 0

sbatururimi/bikeshare_neural_network

Predict the number of bikeshare users on a given day by building my own deep-learning library.

Language: Jupyter Notebook - Size: 641 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

pvigier/pychain-part2

Code for the part 2 of the tutorial on pychain

Language: Python - Size: 14.6 KB - Last synced at: about 2 months ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0